3D-MSNet: a point cloud-based deep learning model for untargeted feature detection and quantification in profile LC-HRMS data

MOTIVATION: Liquid chromatography coupled with high-resolution mass spectrometry is widely used in composition profiling in untargeted metabolomics research. While retaining complete sample information, mass spectrometry (MS) data naturally have the characteristics of high dimensionality, high compl...

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Detalles Bibliográficos
Autores principales: Wang, Ruimin, Lu, Miaoshan, An, Shaowei, Wang, Jinyin, Yu, Changbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181839/
https://www.ncbi.nlm.nih.gov/pubmed/37071700
http://dx.doi.org/10.1093/bioinformatics/btad195

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181839/
https://www.ncbi.nlm.nih.gov/pubmed/37071700
http://dx.doi.org/10.1093/bioinformatics/btad195

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